\ import re import gradio as gr import sympy as sp from sympy.parsing.sympy_parser import ( parse_expr, standard_transformations, implicit_multiplication_application, convert_xor ) TITLE = "LanguageBridge — Math Fast Agent (SymPy)" # ---- 正規化:全形→半形、√→sqrt、^→**、自動補乘號(隱式→顯式) ---- def normalize_ascii(s: str) -> str: table = str.maketrans({ '(':'(', ')':')', ',':',', ';':';', ':':':', '=':'=', '-':'-', '+':'+', '*':'*', '/':'/', '。':'.', '×':'*', '√':'sqrt' }) return s.translate(table) def auto_insert_stars(s: str) -> str: s = re.sub(r'(\d)([A-Za-z])', r'\1*\2', s) # 3x -> 3*x s = re.sub(r'([A-Za-z0-9_])\(', r'\1*(', s) # x( -> x*( s = re.sub(r'\)([A-Za-z0-9_])', r')*\1', s) # )x -> )*x s = re.sub(r'(\d)\s*sqrt', r'\1*sqrt', s) # 2sqrt -> 2*sqrt return s def preprocess(expr: str) -> str: s = (expr or "").strip() s = normalize_ascii(s) s = s.replace("^", "**") # 2^3 -> 2**3 s = auto_insert_stars(s) # 隱式乘法補 * return s TRANS = standard_transformations + (implicit_multiplication_application, convert_xor) def to_sympy_expr(s: str): s = preprocess(s) return parse_expr(s, transformations=TRANS) def to_sympy_eq(s: str): s = preprocess(s) if "=" not in s: raise ValueError("等式缺少 '='") L, R = s.split("=", 1) return sp.Eq(parse_expr(L, transformations=TRANS), parse_expr(R, transformations=TRANS)) def solve_math(q: str): q = (q or "").strip() if not q: return "請輸入算式或方程,例如:3x+7=1;sin(x)^2 + cos(x)^2;factor(x^4-1)" try: # 允許多行或分號分隔 parts = [s.strip() for seg in q.split(";") for s in seg.split("\n")] parts = [p for p in parts if p] # 有 '=' :解方程(可聯立) if any("=" in p for p in parts): eqs, syms = [], set() for s in parts: if "=" in s: e = to_sympy_eq(s) eqs.append(e) syms |= e.free_symbols | e.rhs.free_symbols if not syms: syms = {sp.symbols("x")} sol = sp.solve(eqs, list(syms), dict=True) if not sol: return "無解或需要更多條件。" return "\\n".join( f"解 {i}: " + ", ".join([f"{k} = {sp.simplify(v)}" for k, v in d.items()]) for i, d in enumerate(sol, 1) ) # 否則視為一般表達式:簡化/因式/微分/積分 expr = to_sympy_expr(q) out = [] try: out.append(f"簡化:{sp.simplify(expr)}") except Exception: out.append(f"簡化:{expr}") try: fact = sp.factor(expr) if fact != expr: out.append(f"因式分解:{fact}") except Exception: pass try: x = next(iter(expr.free_symbols)) if expr.free_symbols else sp.symbols("x") out.append(f"對 {x} 微分:{sp.diff(expr, x)}") out.append(f"對 {x} 積分:{sp.integrate(expr, x)}") except Exception: pass return "\\n".join(out) if out else f"結果:{expr}" except Exception as e: return f"解析失敗:{e}" with gr.Blocks(title=TITLE) as demo: gr.Markdown( "## " + TITLE + "\\n" "貼上算式(可多行 / `;` 分隔)。支援:隱式乘法 `3x`, `2(x+1)`, `(x)(x+1)`, `2sqrt(x)`;" "`x^2` 自動轉 `x**2`,`√(x)` 自動轉 `sqrt(x)`。" ) q = gr.Textbox(lines=6, label="題目 / 算式(可含聯立方程)") out = gr.Textbox(lines=12, label="輸出") gr.Button("送出 🚀").click(fn=solve_math, inputs=q, outputs=out) if __name__ == "__main__": demo.launch()